The Future of Generative AI in Southeast Asia with Ong Peng Tsin

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Aug 11, 2023

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INSIGHT

Emergence Comes From Scale, Not New Theory

Current LLMs show emergent 'talking' behavior because of scale and data.
We still lack understanding of why emergent behaviors arise at those scales.

ADVICE

Put Tractable Boundaries Around Neural Nets

For mission-critical uses, combine neural nets with predictable, rule-based boundaries.
Avoid relying solely on neural networks to control other neural networks in safety-critical systems.

INSIGHT

LLMs Are Likely Commodities Without Proprietary Data

Foundation LLMs will become commoditized unless they include proprietary data.
Differentiation will come from unique training data or industry-specific knowledge.

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"It is not just cheaper, faster, better. I'm not gonna deny that. If we go forward a number of years, it's gonna cause what we've been calling economic singularity. The value of labor drops to zero and you got all kinds of problems from that. But in the immediate future, what's gonna be interesting is this is the first technology that enables us to automate relationships. Basically, the AI can interact with us the way we interact with us. This sounds very trivial, but if you look at tech and you look at what has enabled tech to scale up to an incredible size around the world is our ability to automate the transaction. It's just that thing, and the problem with that is you end up with conversations of six months, LTV - Lifetime Value. What sense is in that? You are talking about a human being and your lifetime values over six months. And it's for a simple reason. When you automate transactions, all you control is a transaction. So you take a human being and you transact, and you drain the relationship out of that relationship and you throw it away, and then get another one and keep going." - Ong Peng Tsin

Fresh out of the studio, Ong Peng Tsin, co-founder and general partner of Monk's Hill Ventures, delved deep into the realm of Generative AI in Southeast Asia. Reflecting on his journey as a venture capitalist, Peng Tsin shared insights into the evolution of his daily role after eight years of team building at Monk's Hill Ventures. He emphasized the unparalleled potential of generative AI, likening its transformative impact to the iPhone revolution, and addressing the booming generative AI market in Southeast Asia, catalyzed by technologies like Chat-GPT and how it presents significant opportunities in the region. Last but not least, he shared what a great AI startup would look like in the region.

Podcast Information: The show is hosted and produced by Bernard Leong (@bernardleong, Linkedin) and Carol Yin (@CarolYujiaYin, LinkedIn). Proper credits for the intro and end music: "Energetic Sports Drive" and the episode is mixed & edited in both video and audio format by G.Thomas Craig (@gthomascraig, LinkedIn).